"Shame on you for sexualizing small children," another added. "In a world where parents work hard to keep their children safe, you go and make little girls look like they have breasts? Perverts."

The tops were originally marketed as "push up triangle" until bloggers began slamming them earlier this week, Racked.com pointed out.

While the company may be ducking fire for its latest questionably marketed clothing, over sexualizing tweens is not new ground for Abercrombie, which stirred up controversy when it started selling thongs to pint sized customers in 2002.

Last year, Primark, a major British clothing retailer sparked protests after it tried to market padded bikini tops for kids. It eventually pulled the tops after politicians, including British Prime Minister David Cameron, voiced concerns over the swimsuits.